Dataset info
| Number of variables | 23 |
|---|---|
| Number of observations | 16466 |
| Missing cells | 0 (0.0%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 4.2 MiB |
| Average record size in memory | 269.0 B |
Variables types
| NUM | 22 |
|---|---|
| CAT | 1 |
Reproduction info
| Date of analysis | 2021-05-31 17:39:26.104119 |
|---|---|
| Version | pandas-profiling v2.4.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download Configuration | config.yaml |
Warnings
precip_2014-11-16_-_2014-11-23 has 9936 (60.3%) zeros | Zeros |
precip_2014-11-23_-_2014-11-30 has 13203 (80.2%) zeros | Zeros |
precip_2014-11-30_-_2014-12-07 has 13853 (84.1%) zeros | Zeros |
precip_2015-01-18_-_2015-01-25 has 4375 (26.6%) zeros | Zeros |
precip_2015-03-08_-_2015-03-15 has 13853 (84.1%) zeros | Zeros |
Square_ID has a high cardinality: 16466 distinct values | Warning |
target_2015 has 13701 (83.2%) zeros | Zeros |
precip_2014-11-23_-_2014-11-30 is highly correlated with precip_2014-11-16_-_2014-11-23 and 2 other fields | High Correlation |
precip_2014-11-16_-_2014-11-23 is highly correlated with precip_2014-11-23_-_2014-11-30 and 2 other fields | High Correlation |
precip_2014-11-30_-_2014-12-07 is highly correlated with precip_2014-11-16_-_2014-11-23 and 2 other fields | High Correlation |
precip_2015-03-08_-_2015-03-15 is highly correlated with precip_2014-11-16_-_2014-11-23 and 2 other fields | High Correlation |
Y is highly correlated with precip_2015-02-08_-_2015-02-15 | High Correlation |
precip_2015-02-08_-_2015-02-15 is highly correlated with Y | High Correlation |
elevation
Real number (ℝ≥0)
| Distinct count | 15925 |
|---|---|
| Unique (%) | 96.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 592.8482061 |
|---|---|
| Minimum | 45.54144381 |
| Maximum | 2803.303645 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 128.8 KiB |
Quantile statistics
| Minimum | 45.54144381 |
|---|---|
| 5-th percentile | 74.29365952 |
| Q1 | 329.0638525 |
| median | 623 |
| Q3 | 751.4348127 |
| 95-th percentile | 1131.066889 |
| Maximum | 2803.303645 |
| Range | 2757.762201 |
| Interquartile range (IQR) | 422.3709602 |
Descriptive statistics
| Standard deviation | 354.7903572 |
|---|---|
| Coefficient of variation (CV) | 0.5984505873 |
| Kurtosis | 3.347236819 |
| Mean | 592.8482061 |
| Median Absolute Deviation (MAD) | 262.381054 |
| Skewness | 1.084251738 |
| Sum | 9761838.562 |
| Variance | 125876.1975 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 45.54144381 47.41339315 50.99246666 52.13839894 61.39057595 ... 1316.8387073 1561.92410191 1979.82463929 2445.38045955 2803.30364488], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 623 | 539 | 3.3% | |
| 676.705056 | 2 | < 0.1% | |
| 51.38704266 | 2 | < 0.1% | |
| 728.4557363 | 2 | < 0.1% | |
| 365.8710239 | 1 | < 0.1% | |
| 1038.043726 | 1 | < 0.1% | |
| 1101.355856 | 1 | < 0.1% | |
| 418.6529998 | 1 | < 0.1% | |
| 278.851179 | 1 | < 0.1% | |
| 736.7971904 | 1 | < 0.1% | |
| Other values (15915) | 15915 | 96.7% |
| Value | Count | Frequency (%) | |
| 45.54144381 | 1 | < 0.1% | |
| 45.61567424 | 1 | < 0.1% | |
| 45.92602436 | 1 | < 0.1% | |
| 46.22983195 | 1 | < 0.1% | |
| 46.28010504 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2803.303645 | 1 | < 0.1% | |
| 2742.222996 | 1 | < 0.1% | |
| 2671.239532 | 1 | < 0.1% | |
| 2653.228216 | 1 | < 0.1% | |
| 2554.316306 | 1 | < 0.1% |
LC_Type1_mode
Real number (ℝ≥0)
| Distinct count | 12 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.73175027 |
|---|---|
| Minimum | 2 |
| Maximum | 17 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 128.8 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 9 |
| median | 10 |
| Q3 | 12 |
| 95-th percentile | 14 |
| Maximum | 17 |
| Range | 15 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.026099683 |
|---|---|
| Coefficient of variation (CV) | 0.1887948966 |
| Kurtosis | 4.119473262 |
| Mean | 10.73175027 |
| Median Absolute Deviation (MAD) | 1.546669986 |
| Skewness | 0.05522583818 |
| Sum | 176709 |
| Variance | 4.105079925 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 2. 4.5 6. 7.5 8.5 ... 11.5 12.5 13.5 15.5 17. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 12 | 6151 | 37.4% | |
| 10 | 4817 | 29.3% | |
| 9 | 4008 | 24.3% | |
| 17 | 542 | 3.3% | |
| 14 | 427 | 2.6% | |
| 11 | 166 | 1.0% | |
| 4 | 131 | 0.8% | |
| 2 | 122 | 0.7% | |
| 5 | 52 | 0.3% | |
| 13 | 42 | 0.3% | |
| Other values (2) | 8 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2 | 122 | 0.7% | |
| 4 | 131 | 0.8% | |
| 5 | 52 | 0.3% | |
| 7 | 1 | < 0.1% | |
| 8 | 7 | < 0.1% |
| Value | Count | Frequency (%) | |
| 17 | 542 | 3.3% | |
| 14 | 427 | 2.6% | |
| 13 | 42 | 0.3% | |
| 12 | 6151 | 37.4% | |
| 11 | 166 | 1.0% |
| Distinct count | 204 |
|---|---|
| Unique (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.610759686 |
|---|---|
| Minimum | 0 |
| Maximum | 19.35496932 |
| Zeros | 9936 |
| Zeros (%) | 60.3% |
| Memory size | 128.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.261847526 |
| 95-th percentile | 16.95656294 |
| Maximum | 19.35496932 |
| Range | 19.35496932 |
| Interquartile range (IQR) | 1.261847526 |
Descriptive statistics
| Standard deviation | 4.225461456 |
|---|---|
| Coefficient of variation (CV) | 2.623272417 |
| Kurtosis | 11.37509787 |
| Mean | 1.610759686 |
| Median Absolute Deviation (MAD) | 2.155345804 |
| Skewness | 3.54568153 |
| Sum | 26522.769 |
| Variance | 17.85452451 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0.00000000e+00 1.52223186e-02 1.09960603e-01 1.13525642e-01 1.31985843e-01 ... 1.88654283e+01 1.88684451e+01 1.88714883e+01 1.91143649e+01 1.93549693e+01], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 9936 | 60.3% | |
| 1.261847526 | 576 | 3.5% | |
| 19.35496932 | 576 | 3.5% | |
| 1.231162906 | 576 | 3.5% | |
| 2.118857741 | 576 | 3.5% | |
| 2.419763088 | 576 | 3.5% | |
| 1.454226315 | 576 | 3.5% | |
| 2.941324592 | 507 | 3.1% | |
| 0.9590060711 | 366 | 2.2% | |
| 1.639047712 | 294 | 1.8% | |
| Other values (194) | 1907 | 11.6% |
| Value | Count | Frequency (%) | |
| 0 | 9936 | 60.3% | |
| 0.0304446372 | 1 | < 0.1% | |
| 0.0392090097 | 1 | < 0.1% | |
| 0.0458441904 | 1 | < 0.1% | |
| 0.0459906575 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 19.35496932 | 576 | 3.5% | |
| 18.8737604 | 1 | < 0.1% | |
| 18.86921613 | 3 | < 0.1% | |
| 18.86767406 | 18 | 0.1% | |
| 18.86318252 | 1 | < 0.1% |
| Distinct count | 90 |
|---|---|
| Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.502057671 |
|---|---|
| Minimum | 0 |
| Maximum | 41.02385807 |
| Zeros | 13203 |
| Zeros (%) | 80.2% |
| Memory size | 128.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 31.15553057 |
| Maximum | 41.02385807 |
| Range | 41.02385807 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 8.631845869 |
|---|---|
| Coefficient of variation (CV) | 3.449898846 |
| Kurtosis | 13.33557986 |
| Mean | 2.502057671 |
| Median Absolute Deviation (MAD) | 4.189406877 |
| Skewness | 3.831675716 |
| Sum | 41198.8816 |
| Variance | 74.50876311 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0. 0.06755774 0.27664599 0.27864939 0.34057148 ... 39.00962426 39.02203701 39.03455824 40.03388254 41.02385807], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 13203 | 80.2% | |
| 0.6977274716 | 576 | 3.5% | |
| 41.02385807 | 576 | 3.5% | |
| 4.049942017 | 576 | 3.5% | |
| 2.963214636 | 576 | 3.5% | |
| 31.15553057 | 230 | 1.4% | |
| 3.479124129 | 228 | 1.4% | |
| 22.95223773 | 96 | 0.6% | |
| 12.3661958 | 23 | 0.1% | |
| 2.069970364 | 19 | 0.1% | |
| Other values (80) | 363 | 2.2% |
| Value | Count | Frequency (%) | |
| 0 | 13203 | 80.2% | |
| 0.1351154786 | 1 | < 0.1% | |
| 0.1854718595 | 1 | < 0.1% | |
| 0.1928543817 | 1 | < 0.1% | |
| 0.2569409102 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 41.02385807 | 576 | 3.5% | |
| 39.04390701 | 1 | < 0.1% | |
| 39.02520946 | 3 | < 0.1% | |
| 39.01886455 | 18 | 0.1% | |
| 39.00038398 | 1 | < 0.1% |
| Distinct count | 78 |
|---|---|
| Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.1620759 |
|---|---|
| Minimum | 0 |
| Maximum | 22.02080324 |
| Zeros | 13853 |
| Zeros (%) | 84.1% |
| Memory size | 128.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 12.8820127 |
| Maximum | 22.02080324 |
| Range | 22.02080324 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4.396675948 |
|---|---|
| Coefficient of variation (CV) | 3.783467112 |
| Kurtosis | 16.01706515 |
| Mean | 1.1620759 |
| Median Absolute Deviation (MAD) | 2.010460158 |
| Skewness | 4.144926114 |
| Sum | 19134.74177 |
| Variance | 19.3307594 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0. 0.0316776 0.06376593 0.25249188 0.27258223 ... 20.15547592 20.16697103 20.1785666 21.10401375 22.02080324], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 13853 | 84.1% | |
| 1.390711129 | 576 | 3.5% | |
| 22.02080324 | 576 | 3.5% | |
| 0.9246889204 | 576 | 3.5% | |
| 12.8820127 | 230 | 1.4% | |
| 0.259180367 | 228 | 1.4% | |
| 7.955286115 | 96 | 0.6% | |
| 5.28096357 | 23 | 0.1% | |
| 0.4520701389 | 18 | 0.1% | |
| 20.1640331 | 18 | 0.1% | |
| Other values (68) | 272 | 1.7% |
| Value | Count | Frequency (%) | |
| 0 | 13853 | 84.1% | |
| 0.0633552008 | 7 | < 0.1% | |
| 0.063556969 | 1 | < 0.1% | |
| 0.0639749007 | 1 | < 0.1% | |
| 0.1232275684 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 22.02080324 | 576 | 3.5% | |
| 20.18722425 | 1 | < 0.1% | |
| 20.16990895 | 3 | < 0.1% | |
| 20.1640331 | 18 | 0.1% | |
| 20.14691875 | 1 | < 0.1% |
precip_2014-12-07_-_2014-12-14
Real number (ℝ≥0)
| Distinct count | 331 |
|---|---|
| Unique (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.270609557 |
|---|---|
| Minimum | 1.411452293 |
| Maximum | 18.87067464 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 128.8 KiB |
Quantile statistics
| Minimum | 1.411452293 |
|---|---|
| 5-th percentile | 2.417890191 |
| Q1 | 5.548440169 |
| median | 7.941821545 |
| Q3 | 10.88723505 |
| 95-th percentile | 17.08379755 |
| Maximum | 18.87067464 |
| Range | 17.45922235 |
| Interquartile range (IQR) | 5.338794877 |
Descriptive statistics
| Standard deviation | 4.263374521 |
|---|---|
| Coefficient of variation (CV) | 0.5154849219 |
| Kurtosis | -0.3596390004 |
| Mean | 8.270609557 |
| Median Absolute Deviation (MAD) | 3.384947863 |
| Skewness | 0.5404822287 |
| Sum | 136183.857 |
| Variance | 18.17636231 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 1.41145229 1.48998009 1.56960334 1.63630315 1.81114218 ... 17.2541434 17.99766721 18.41207663 18.84200631 18.87067464], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 5.581821606 | 576 | 3.5% | |
| 1.701401964 | 576 | 3.5% | |
| 9.61806161 | 576 | 3.5% | |
| 7.968217924 | 576 | 3.5% | |
| 2.6232104 | 576 | 3.5% | |
| 8.410151541 | 576 | 3.5% | |
| 7.190788031 | 576 | 3.5% | |
| 6.327858642 | 576 | 3.5% | |
| 13.89250168 | 576 | 3.5% | |
| 9.23592639 | 576 | 3.5% | |
| Other values (321) | 10706 | 65.0% |
| Value | Count | Frequency (%) | |
| 1.411452293 | 96 | 0.6% | |
| 1.568507889 | 3 | < 0.1% | |
| 1.570698796 | 3 | < 0.1% | |
| 1.571204341 | 18 | 0.1% | |
| 1.701401964 | 576 | 3.5% |
| Value | Count | Frequency (%) | |
| 18.87067464 | 18 | 0.1% | |
| 18.81333797 | 2 | < 0.1% | |
| 18.81079834 | 2 | < 0.1% | |
| 18.01335491 | 366 | 2.2% | |
| 17.9977519 | 1 | < 0.1% |
precip_2014-12-14_-_2014-12-21
Real number (ℝ≥0)
| Distinct count | 331 |
|---|---|
| Unique (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.892459176 |
|---|---|
| Minimum | 3.580341548 |
| Maximum | 23.0443397 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 128.8 KiB |
Quantile statistics
| Minimum | 3.580341548 |
|---|---|
| 5-th percentile | 4.279658142 |
| Q1 | 5.905439515 |
| median | 8.618389606 |
| Q3 | 10.9606683 |
| 95-th percentile | 15.80882052 |
| Maximum | 23.0443397 |
| Range | 19.46399815 |
| Interquartile range (IQR) | 5.055228781 |
Descriptive statistics
| Standard deviation | 3.760051675 |
|---|---|
| Coefficient of variation (CV) | 0.4228359782 |
| Kurtosis | 1.201777202 |
| Mean | 8.892459176 |
| Median Absolute Deviation (MAD) | 2.90403012 |
| Skewness | 1.072731296 |
| Sum | 146423.2328 |
| Variance | 14.1379886 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 3.58034155 3.7671793 3.95578144 3.96109148 4.09664689 ... 21.86469819 21.87908419 22.07731228 22.65962439 23.0443397 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 9.924514651 | 576 | 3.5% | |
| 10.9606683 | 576 | 3.5% | |
| 5.293520652 | 576 | 3.5% | |
| 7.759917811 | 576 | 3.5% | |
| 13.30389504 | 576 | 3.5% | |
| 8.8535612 | 576 | 3.5% | |
| 13.17307771 | 576 | 3.5% | |
| 10.17568578 | 576 | 3.5% | |
| 8.631158136 | 576 | 3.5% | |
| 6.265551031 | 576 | 3.5% | |
| Other values (321) | 10706 | 65.0% |
| Value | Count | Frequency (%) | |
| 3.580341548 | 576 | 3.5% | |
| 3.954017048 | 1 | < 0.1% | |
| 3.95754583 | 5 | < 0.1% | |
| 3.958743304 | 17 | 0.1% | |
| 3.963439647 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 23.0443397 | 18 | 0.1% | |
| 22.27490907 | 188 | 1.1% | |
| 21.87971549 | 1 | < 0.1% | |
| 21.87845289 | 2 | < 0.1% | |
| 21.86690083 | 2 | < 0.1% |
precip_2014-12-21_-_2014-12-28
Real number (ℝ≥0)
| Distinct count | 331 |
|---|---|
| Unique (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.572820625 |
|---|---|
| Minimum | 1.254097551 |
| Maximum | 21.75782774 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 128.8 KiB |
Quantile statistics
| Minimum | 1.254097551 |
|---|---|
| 5-th percentile | 4.269462064 |
| Q1 | 6.179885089 |
| median | 8.786780059 |
| Q3 | 12.67077452 |
| 95-th percentile | 18.23718056 |
| Maximum | 21.75782774 |
| Range | 20.50373019 |
| Interquartile range (IQR) | 6.49088943 |
Descriptive statistics
| Standard deviation | 4.523767479 |
|---|---|
| Coefficient of variation (CV) | 0.4725636942 |
| Kurtosis | -0.6651799043 |
| Mean | 9.572820625 |
| Median Absolute Deviation (MAD) | 3.833737486 |
| Skewness | 0.4148921455 |
| Sum | 157626.0644 |
| Variance | 20.4644722 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 1.25409755 1.59102265 1.93776518 1.95090249 3.84582118 ... 18.57843065 18.87457807 19.39780616 20.81683546 21.75782774], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 6.616071314 | 576 | 3.5% | |
| 7.460989654 | 576 | 3.5% | |
| 1.254097551 | 576 | 3.5% | |
| 6.32933861 | 576 | 3.5% | |
| 4.269462064 | 576 | 3.5% | |
| 4.697349012 | 576 | 3.5% | |
| 18.07577637 | 576 | 3.5% | |
| 10.91216245 | 576 | 3.5% | |
| 12.67077452 | 576 | 3.5% | |
| 4.424543172 | 576 | 3.5% | |
| Other values (321) | 10706 | 65.0% |
| Value | Count | Frequency (%) | |
| 1.254097551 | 576 | 3.5% | |
| 1.927947744 | 4 | < 0.1% | |
| 1.947582607 | 10 | 0.1% | |
| 1.949791159 | 9 | 0.1% | |
| 1.952013822 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 21.75782774 | 23 | 0.1% | |
| 19.87584317 | 2 | < 0.1% | |
| 19.86986861 | 4 | < 0.1% | |
| 19.67178506 | 1 | < 0.1% | |
| 19.66687085 | 2 | < 0.1% |
precip_2014-12-28_-_2015-01-04
Real number (ℝ≥0)
| Distinct count | 331 |
|---|---|
| Unique (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.92503631 |
|---|---|
| Minimum | 7.462998539 |
| Maximum | 62.43343218 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 128.8 KiB |
Quantile statistics
| Minimum | 7.462998539 |
|---|---|
| 5-th percentile | 8.191258192 |
| Q1 | 11.61705674 |
| median | 18.38153934 |
| Q3 | 31.30469945 |
| 95-th percentile | 51.31960133 |
| Maximum | 62.43343218 |
| Range | 54.97043364 |
| Interquartile range (IQR) | 19.68764271 |
Descriptive statistics
| Standard deviation | 13.69045053 |
|---|---|
| Coefficient of variation (CV) | 0.5971833739 |
| Kurtosis | 0.4558437629 |
| Mean | 22.92503631 |
| Median Absolute Deviation (MAD) | 10.97445387 |
| Skewness | 1.026609414 |
| Sum | 377483.6479 |
| Variance | 187.4284357 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 7.46299854 7.61950067 7.77650121 7.8297201 8.01089819 ... 58.67709565 61.65599213 61.671307 62.06179134 62.43343218], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 24.23369044 | 576 | 3.5% | |
| 23.51625109 | 576 | 3.5% | |
| 19.69505912 | 576 | 3.5% | |
| 18.38153934 | 576 | 3.5% | |
| 31.30469945 | 576 | 3.5% | |
| 14.54206672 | 576 | 3.5% | |
| 26.48710687 | 576 | 3.5% | |
| 34.3061884 | 576 | 3.5% | |
| 8.929559514 | 576 | 3.5% | |
| 8.191258192 | 576 | 3.5% | |
| Other values (321) | 10706 | 65.0% |
| Value | Count | Frequency (%) | |
| 7.462998539 | 366 | 2.2% | |
| 7.776002791 | 2 | < 0.1% | |
| 7.77699962 | 2 | < 0.1% | |
| 7.799504816 | 18 | 0.1% | |
| 7.827740404 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 62.43343218 | 188 | 1.1% | |
| 61.6901505 | 9 | 0.1% | |
| 61.68538588 | 2 | < 0.1% | |
| 61.65722812 | 11 | 0.1% | |
| 61.65475614 | 2 | < 0.1% |
precip_2015-01-04_-_2015-01-11
Real number (ℝ≥0)
| Distinct count | 331 |
|---|---|
| Unique (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.11321003 |
|---|---|
| Minimum | 15.6481545 |
| Maximum | 51.19742039 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 128.8 KiB |
Quantile statistics
| Minimum | 15.6481545 |
|---|---|
| 5-th percentile | 17.56068082 |
| Q1 | 23.48387864 |
| median | 26.08558595 |
| Q3 | 33.5874341 |
| 95-th percentile | 43.89824104 |
| Maximum | 51.19742039 |
| Range | 35.54926589 |
| Interquartile range (IQR) | 10.10355546 |
Descriptive statistics
| Standard deviation | 7.794290608 |
|---|---|
| Coefficient of variation (CV) | 0.2772465541 |
| Kurtosis | 0.2037839438 |
| Mean | 28.11321003 |
| Median Absolute Deviation (MAD) | 6.260095418 |
| Skewness | 0.8721924527 |
| Sum | 462912.1164 |
| Variance | 60.75096608 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[15.6481545 16.34413266 17.04232029 17.04675327 17.31260597 ... 47.59395768 47.59712855 48.44608998 49.89589153 51.19742039], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 23.48387864 | 576 | 3.5% | |
| 33.90393068 | 576 | 3.5% | |
| 17.56068082 | 576 | 3.5% | |
| 19.82904008 | 576 | 3.5% | |
| 25.05765283 | 576 | 3.5% | |
| 26.08558595 | 576 | 3.5% | |
| 20.40190881 | 576 | 3.5% | |
| 23.90838328 | 576 | 3.5% | |
| 30.822844 | 576 | 3.5% | |
| 15.6481545 | 576 | 3.5% | |
| Other values (321) | 10706 | 65.0% |
| Value | Count | Frequency (%) | |
| 15.6481545 | 576 | 3.5% | |
| 17.04011083 | 1 | < 0.1% | |
| 17.04452974 | 13 | 0.1% | |
| 17.0489768 | 2 | < 0.1% | |
| 17.06006305 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 51.19742039 | 3 | < 0.1% | |
| 48.59436268 | 294 | 1.8% | |
| 48.29781729 | 2 | < 0.1% | |
| 48.292434 | 2 | < 0.1% | |
| 48.2886122 | 1 | < 0.1% |
precip_2015-01-11_-_2015-01-18
Real number (ℝ≥0)
| Distinct count | 331 |
|---|---|
| Unique (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58.85920794 |
|---|---|
| Minimum | 30.44946781 |
| Maximum | 105.2758913 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 128.8 KiB |
Quantile statistics
| Minimum | 30.44946781 |
|---|---|
| 5-th percentile | 32.74826011 |
| Q1 | 45.97260055 |
| median | 55.50111493 |
| Q3 | 69.31153953 |
| 95-th percentile | 91.96587059 |
| Maximum | 105.2758913 |
| Range | 74.8264235 |
| Interquartile range (IQR) | 23.33893898 |
Descriptive statistics
| Standard deviation | 16.80783774 |
|---|---|
| Coefficient of variation (CV) | 0.2855600394 |
| Kurtosis | 0.1193871269 |
| Mean | 58.85920794 |
| Median Absolute Deviation (MAD) | 13.30179275 |
| Skewness | 0.7106155449 |
| Sum | 969175.718 |
| Variance | 282.5034095 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 30.44946781 30.91501672 31.382053 31.42646182 31.83610385 ... 101.41921009 101.60505229 101.61090595 103.44369456 105.2758913 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 71.22260028 | 576 | 3.5% | |
| 41.32101655 | 576 | 3.5% | |
| 80.47023198 | 576 | 3.5% | |
| 44.37159705 | 576 | 3.5% | |
| 55.81370383 | 576 | 3.5% | |
| 69.31153953 | 576 | 3.5% | |
| 91.96587059 | 576 | 3.5% | |
| 52.23793277 | 576 | 3.5% | |
| 55.50111493 | 576 | 3.5% | |
| 66.86133114 | 576 | 3.5% | |
| Other values (321) | 10706 | 65.0% |
| Value | Count | Frequency (%) | |
| 30.44946781 | 507 | 3.1% | |
| 31.38056562 | 8 | < 0.1% | |
| 31.38354038 | 2 | < 0.1% | |
| 31.3865342 | 2 | < 0.1% | |
| 31.42180699 | 9 | 0.1% |
| Value | Count | Frequency (%) | |
| 105.2758913 | 230 | 1.4% | |
| 101.6114978 | 5 | < 0.1% | |
| 101.6103141 | 5 | < 0.1% | |
| 101.5997905 | 1 | < 0.1% | |
| 101.2386297 | 228 | 1.4% |
| Distinct count | 272 |
|---|---|
| Unique (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.251173239 |
|---|---|
| Minimum | 0 |
| Maximum | 11.1036582 |
| Zeros | 4375 |
| Zeros (%) | 26.6% |
| Memory size | 128.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.5021640062 |
| Q3 | 1.195866376 |
| 95-th percentile | 7.18043448 |
| Maximum | 11.1036582 |
| Range | 11.1036582 |
| Interquartile range (IQR) | 1.195866376 |
Descriptive statistics
| Standard deviation | 1.969922993 |
|---|---|
| Coefficient of variation (CV) | 1.57446062 |
| Kurtosis | 5.71982647 |
| Mean | 1.251173239 |
| Median Absolute Deviation (MAD) | 1.26998679 |
| Skewness | 2.48962818 |
| Sum | 20601.81855 |
| Variance | 3.880596599 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0. 0.02121051 0.04248879 0.04386632 0.04400625 ... 7.93652668 9.39660556 10.71202205 10.91644283 11.1036582 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 4375 | 26.6% | |
| 3.174973965 | 576 | 3.5% | |
| 8.081813693 | 576 | 3.5% | |
| 0.5021640062 | 576 | 3.5% | |
| 1.195866376 | 576 | 3.5% | |
| 0.8210353851 | 576 | 3.5% | |
| 0.4698958993 | 576 | 3.5% | |
| 0.2598890662 | 576 | 3.5% | |
| 0.8716772795 | 576 | 3.5% | |
| 1.45099628 | 576 | 3.5% | |
| Other values (262) | 6907 | 41.9% |
| Value | Count | Frequency (%) | |
| 0 | 4375 | 26.6% | |
| 0.0424210262 | 1 | < 0.1% | |
| 0.0425565566 | 5 | < 0.1% | |
| 0.0437965833 | 9 | 0.1% | |
| 0.0439360629 | 8 | < 0.1% |
| Value | Count | Frequency (%) | |
| 11.1036582 | 31 | 0.2% | |
| 10.72922747 | 4 | < 0.1% | |
| 10.71264667 | 3 | < 0.1% | |
| 10.71139743 | 1 | < 0.1% | |
| 8.081813693 | 576 | 3.5% |
precip_2015-01-25_-_2015-02-01
Real number (ℝ≥0)
| Distinct count | 331 |
|---|---|
| Unique (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.65317745 |
|---|---|
| Minimum | 14.96438259 |
| Maximum | 53.01424286 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 128.8 KiB |
Quantile statistics
| Minimum | 14.96438259 |
|---|---|
| 5-th percentile | 23.32395419 |
| Q1 | 30.03745025 |
| median | 34.36372912 |
| Q3 | 36.71538587 |
| 95-th percentile | 49.27419429 |
| Maximum | 53.01424286 |
| Range | 38.04986027 |
| Interquartile range (IQR) | 6.677935615 |
Descriptive statistics
| Standard deviation | 7.456421588 |
|---|---|
| Coefficient of variation (CV) | 0.2151728106 |
| Kurtosis | 0.7462357462 |
| Mean | 34.65317745 |
| Median Absolute Deviation (MAD) | 5.40099602 |
| Skewness | 0.3193315451 |
| Sum | 570599.2199 |
| Variance | 55.5982229 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[14.96438259 15.12393339 15.28813324 15.29330521 16.49110595 ... 49.54596993 50.87946664 50.8928822 51.95524883 53.01424286], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 53.01424286 | 576 | 3.5% | |
| 49.27419429 | 576 | 3.5% | |
| 34.36372912 | 576 | 3.5% | |
| 30.03745025 | 576 | 3.5% | |
| 32.31372696 | 576 | 3.5% | |
| 36.71538587 | 576 | 3.5% | |
| 35.88654223 | 576 | 3.5% | |
| 33.9972024 | 576 | 3.5% | |
| 25.80237103 | 576 | 3.5% | |
| 40.0643308 | 576 | 3.5% | |
| Other values (321) | 10706 | 65.0% |
| Value | Count | Frequency (%) | |
| 14.96438259 | 228 | 1.4% | |
| 15.2834842 | 1 | < 0.1% | |
| 15.29278228 | 5 | < 0.1% | |
| 15.29382814 | 5 | < 0.1% | |
| 17.68838376 | 96 | 0.6% |
| Value | Count | Frequency (%) | |
| 53.01424286 | 576 | 3.5% | |
| 50.89625479 | 6 | < 0.1% | |
| 50.88950961 | 3 | < 0.1% | |
| 50.88284981 | 8 | < 0.1% | |
| 50.87608348 | 7 | < 0.1% |
precip_2015-02-01_-_2015-02-08
Real number (ℝ≥0)
| Distinct count | 331 |
|---|---|
| Unique (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.31488828 |
|---|---|
| Minimum | 13.26128015 |
| Maximum | 44.34131233 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 128.8 KiB |
Quantile statistics
| Minimum | 13.26128015 |
|---|---|
| 5-th percentile | 14.96616435 |
| Q1 | 22.26241703 |
| median | 26.51267472 |
| Q3 | 34.88023973 |
| 95-th percentile | 40.72463801 |
| Maximum | 44.34131233 |
| Range | 31.08003218 |
| Interquartile range (IQR) | 12.61782269 |
Descriptive statistics
| Standard deviation | 8.047223187 |
|---|---|
| Coefficient of variation (CV) | 0.2842046597 |
| Kurtosis | -0.9598859643 |
| Mean | 28.31488828 |
| Median Absolute Deviation (MAD) | 6.94315514 |
| Skewness | 0.1479836759 |
| Sum | 466232.9503 |
| Variance | 64.75780102 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[13.26128015 13.28609472 13.31163235 13.31243673 13.56429055 ... 43.92323765 44.28665136 44.28772813 44.31518267 44.34131233], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 30.42118177 | 576 | 3.5% | |
| 27.28401613 | 576 | 3.5% | |
| 37.31103013 | 576 | 3.5% | |
| 33.68699259 | 576 | 3.5% | |
| 43.55991083 | 576 | 3.5% | |
| 18.71528819 | 576 | 3.5% | |
| 26.27675277 | 576 | 3.5% | |
| 36.94684586 | 576 | 3.5% | |
| 40.0872511 | 576 | 3.5% | |
| 32.94261695 | 576 | 3.5% | |
| Other values (321) | 10706 | 65.0% |
| Value | Count | Frequency (%) | |
| 13.26128015 | 228 | 1.4% | |
| 13.31090929 | 1 | < 0.1% | |
| 13.3123554 | 5 | < 0.1% | |
| 13.31251806 | 5 | < 0.1% | |
| 13.81606305 | 230 | 1.4% |
| Value | Count | Frequency (%) | |
| 44.34131233 | 188 | 1.1% | |
| 44.289053 | 9 | 0.1% | |
| 44.288718 | 2 | < 0.1% | |
| 44.28673826 | 11 | 0.1% | |
| 44.28656446 | 2 | < 0.1% |
| Distinct count | 331 |
|---|---|
| Unique (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.487909 |
|---|---|
| Minimum | 0.4590671062 |
| Maximum | 28.55992328 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 128.8 KiB |
Quantile statistics
| Minimum | 0.4590671062 |
|---|---|
| 5-th percentile | 1.63218087 |
| Q1 | 5.090802125 |
| median | 14.09201217 |
| Q3 | 18.6819264 |
| 95-th percentile | 23.22976375 |
| Maximum | 28.55992328 |
| Range | 28.10085617 |
| Interquartile range (IQR) | 13.59112427 |
Descriptive statistics
| Standard deviation | 7.064435378 |
|---|---|
| Coefficient of variation (CV) | 0.5657020227 |
| Kurtosis | -1.277874795 |
| Mean | 12.487909 |
| Median Absolute Deviation (MAD) | 6.234436825 |
| Skewness | -0.1323747984 |
| Sum | 205625.9095 |
| Variance | 49.90624721 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0.45906711 0.61906213 0.89309574 0.89584055 1.28638102 ... 23.32152354 23.5706707 25.5565656 27.97435714 28.55992328], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 11.18307835 | 576 | 3.5% | |
| 18.64387596 | 576 | 3.5% | |
| 20.63421726 | 576 | 3.5% | |
| 7.39102447 | 576 | 3.5% | |
| 18.6819264 | 576 | 3.5% | |
| 2.749004602 | 576 | 3.5% | |
| 4.440631956 | 576 | 3.5% | |
| 17.39904037 | 576 | 3.5% | |
| 15.29546149 | 576 | 3.5% | |
| 23.22976375 | 576 | 3.5% | |
| Other values (321) | 10706 | 65.0% |
| Value | Count | Frequency (%) | |
| 0.4590671062 | 221 | 1.3% | |
| 0.7790571451 | 18 | 0.1% | |
| 0.8606868055 | 2 | < 0.1% | |
| 0.8643024503 | 2 | < 0.1% | |
| 0.8924057086 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 28.55992328 | 64 | 0.4% | |
| 27.388791 | 4 | < 0.1% | |
| 27.38507312 | 11 | 0.1% | |
| 23.72805807 | 230 | 1.4% | |
| 23.41328333 | 4 | < 0.1% |
precip_2015-02-15_-_2015-02-22
Real number (ℝ≥0)
| Distinct count | 331 |
|---|---|
| Unique (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.802583705 |
|---|---|
| Minimum | 0.2790015042 |
| Maximum | 15.71500784 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 128.8 KiB |
Quantile statistics
| Minimum | 0.2790015042 |
|---|---|
| 5-th percentile | 0.6718616699 |
| Q1 | 1.654154956 |
| median | 3.301029146 |
| Q3 | 5.120275974 |
| 95-th percentile | 7.773903251 |
| Maximum | 15.71500784 |
| Range | 15.43600634 |
| Interquartile range (IQR) | 3.466121018 |
Descriptive statistics
| Standard deviation | 2.674434309 |
|---|---|
| Coefficient of variation (CV) | 0.7033202992 |
| Kurtosis | 4.014182426 |
| Mean | 3.802583705 |
| Median Absolute Deviation (MAD) | 2.033541676 |
| Skewness | 1.522268371 |
| Sum | 62613.34329 |
| Variance | 7.152598875 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0.2790015 0.33222361 0.38561575 0.39069262 0.42302961 ... 11.71791326 15.07691309 15.08694648 15.40548662 15.71500784], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 7.516344816 | 576 | 3.5% | |
| 1.025792599 | 576 | 3.5% | |
| 1.870595872 | 576 | 3.5% | |
| 3.205102444 | 576 | 3.5% | |
| 4.937021494 | 576 | 3.5% | |
| 1.382196114 | 576 | 3.5% | |
| 6.936358929 | 576 | 3.5% | |
| 3.301029146 | 576 | 3.5% | |
| 3.612168014 | 576 | 3.5% | |
| 4.063134193 | 576 | 3.5% | |
| Other values (321) | 10706 | 65.0% |
| Value | Count | Frequency (%) | |
| 0.2790015042 | 201 | 1.2% | |
| 0.3854457135 | 9 | 0.1% | |
| 0.3857857909 | 1 | < 0.1% | |
| 0.3861280482 | 2 | < 0.1% | |
| 0.3901604759 | 8 | < 0.1% |
| Value | Count | Frequency (%) | |
| 15.71500784 | 228 | 1.4% | |
| 15.09596541 | 1 | < 0.1% | |
| 15.07792755 | 5 | < 0.1% | |
| 15.07589863 | 5 | < 0.1% | |
| 11.72218754 | 1 | < 0.1% |
precip_2015-02-22_-_2015-03-01
Real number (ℝ≥0)
| Distinct count | 331 |
|---|---|
| Unique (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.07228545 |
|---|---|
| Minimum | 6.728685319 |
| Maximum | 36.9649925 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 128.8 KiB |
Quantile statistics
| Minimum | 6.728685319 |
|---|---|
| 5-th percentile | 9.369763076 |
| Q1 | 13.76995692 |
| median | 15.54950784 |
| Q3 | 19.8364493 |
| 95-th percentile | 28.94034295 |
| Maximum | 36.9649925 |
| Range | 30.23630718 |
| Interquartile range (IQR) | 6.066492379 |
Descriptive statistics
| Standard deviation | 6.074925893 |
|---|---|
| Coefficient of variation (CV) | 0.3558355388 |
| Kurtosis | 1.818113744 |
| Mean | 17.07228545 |
| Median Absolute Deviation (MAD) | 4.548888397 |
| Skewness | 1.202122443 |
| Sum | 281112.2523 |
| Variance | 36.9047246 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 6.72868532 6.8307315 7.09331923 7.25469706 7.26373073 ... 34.89092042 36.32112819 36.32316898 36.64458932 36.9649925 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 28.94034295 | 576 | 3.5% | |
| 19.20028093 | 576 | 3.5% | |
| 6.932777673 | 576 | 3.5% | |
| 14.09453839 | 576 | 3.5% | |
| 15.16596133 | 576 | 3.5% | |
| 19.8364493 | 576 | 3.5% | |
| 11.44473872 | 576 | 3.5% | |
| 21.23386657 | 576 | 3.5% | |
| 14.01232332 | 576 | 3.5% | |
| 14.47657232 | 576 | 3.5% | |
| Other values (321) | 10706 | 65.0% |
| Value | Count | Frequency (%) | |
| 6.728685319 | 96 | 0.6% | |
| 6.932777673 | 576 | 3.5% | |
| 7.253860794 | 1 | < 0.1% | |
| 7.255533327 | 2 | < 0.1% | |
| 7.262882795 | 5 | < 0.1% |
| Value | Count | Frequency (%) | |
| 36.9649925 | 294 | 1.8% | |
| 36.32418613 | 3 | < 0.1% | |
| 36.32215183 | 4 | < 0.1% | |
| 36.32010456 | 1 | < 0.1% | |
| 34.89237917 | 2 | < 0.1% |
precip_2015-03-01_-_2015-03-08
Real number (ℝ≥0)
| Distinct count | 331 |
|---|---|
| Unique (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.110948566 |
|---|---|
| Minimum | 3.283425033 |
| Maximum | 25.71164876 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 128.8 KiB |
Quantile statistics
| Minimum | 3.283425033 |
|---|---|
| 5-th percentile | 4.109080195 |
| Q1 | 5.538848102 |
| median | 8.235819042 |
| Q3 | 11.3086499 |
| 95-th percentile | 18.73058629 |
| Maximum | 25.71164876 |
| Range | 22.42822373 |
| Interquartile range (IQR) | 5.769801796 |
Descriptive statistics
| Standard deviation | 4.57220105 |
|---|---|
| Coefficient of variation (CV) | 0.5018358974 |
| Kurtosis | 0.7979463111 |
| Mean | 9.110948566 |
| Median Absolute Deviation (MAD) | 3.639429918 |
| Skewness | 1.049175302 |
| Sum | 150020.8791 |
| Variance | 20.90502244 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 3.28342503 3.29134875 3.29928943 3.30189447 3.32155508 ... 22.93478623 24.58621968 24.6239765 25.64103464 25.71164876], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 18.73058629 | 576 | 3.5% | |
| 8.1303069 | 576 | 3.5% | |
| 12.35189411 | 576 | 3.5% | |
| 8.235819042 | 576 | 3.5% | |
| 8.459776819 | 576 | 3.5% | |
| 7.45578137 | 576 | 3.5% | |
| 10.69846249 | 576 | 3.5% | |
| 11.3086499 | 576 | 3.5% | |
| 5.538848102 | 576 | 3.5% | |
| 14.66483545 | 576 | 3.5% | |
| Other values (321) | 10706 | 65.0% |
| Value | Count | Frequency (%) | |
| 3.283425033 | 188 | 1.1% | |
| 3.299272463 | 5 | < 0.1% | |
| 3.299306392 | 2 | < 0.1% | |
| 3.299322772 | 11 | 0.1% | |
| 3.304466158 | 507 | 3.1% |
| Value | Count | Frequency (%) | |
| 25.71164876 | 96 | 0.6% | |
| 25.57042051 | 1 | < 0.1% | |
| 25.56908972 | 2 | < 0.1% | |
| 25.56777571 | 1 | < 0.1% | |
| 25.00999096 | 23 | 0.1% |
| Distinct count | 76 |
|---|---|
| Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.330641003 |
|---|---|
| Minimum | 0 |
| Maximum | 4.953321397 |
| Zeros | 13853 |
| Zeros (%) | 84.1% |
| Memory size | 128.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2.493682981 |
| Maximum | 4.953321397 |
| Range | 4.953321397 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.008489683 |
|---|---|
| Coefficient of variation (CV) | 3.050104717 |
| Kurtosis | 11.41480552 |
| Mean | 0.330641003 |
| Median Absolute Deviation (MAD) | 0.5576440759 |
| Skewness | 3.488118589 |
| Sum | 5444.334756 |
| Variance | 1.017051441 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0. 0.03805955 0.13802124 0.13889409 0.2158895 ... 4.70634301 4.88576315 4.8869038 4.92016539 4.9533214 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 13853 | 84.1% | |
| 0.4134054184 | 576 | 3.5% | |
| 4.527029932 | 576 | 3.5% | |
| 1.232808828 | 576 | 3.5% | |
| 2.493682981 | 230 | 1.4% | |
| 1.639906883 | 228 | 1.4% | |
| 4.953321397 | 96 | 0.6% | |
| 1.552511632 | 23 | 0.1% | |
| 4.113905472 | 18 | 0.1% | |
| 1.315520814 | 17 | 0.1% | |
| Other values (66) | 273 | 1.7% |
| Value | Count | Frequency (%) | |
| 0 | 13853 | 84.1% | |
| 0.0761190929 | 1 | < 0.1% | |
| 0.0837276797 | 1 | < 0.1% | |
| 0.1092362253 | 1 | < 0.1% | |
| 0.1378018061 | 4 | < 0.1% |
| Value | Count | Frequency (%) | |
| 4.953321397 | 96 | 0.6% | |
| 4.887009392 | 1 | < 0.1% | |
| 4.886798207 | 2 | < 0.1% | |
| 4.885870216 | 5 | < 0.1% | |
| 4.885656085 | 16 | 0.1% |
| Distinct count | 16466 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 128.8 KiB |
| 4e6cba39-14ce-11ea-bce5-f49634744a41 | 1 |
|---|---|
| 4e6af50c-14ce-11ea-bce5-f49634744a41 | 1 |
| 4e62a3cb-14ce-11ea-bce5-f49634744a41 | 1 |
| 4e6af423-14ce-11ea-bce5-f49634744a41 | 1 |
| 4e5f76a9-14ce-11ea-bce5-f49634744a41 | 1 |
| Other values (16461) |
| Value | Count | Frequency (%) | |
| 4e6cba39-14ce-11ea-bce5-f49634744a41 | 1 | < 0.1% | |
| 4e6af50c-14ce-11ea-bce5-f49634744a41 | 1 | < 0.1% | |
| 4e62a3cb-14ce-11ea-bce5-f49634744a41 | 1 | < 0.1% | |
| 4e6af423-14ce-11ea-bce5-f49634744a41 | 1 | < 0.1% | |
| 4e5f76a9-14ce-11ea-bce5-f49634744a41 | 1 | < 0.1% | |
| 4e6e7fb0-14ce-11ea-bce5-f49634744a41 | 1 | < 0.1% | |
| 4e6f5d0a-14ce-11ea-bce5-f49634744a41 | 1 | < 0.1% | |
| 4e4e5e62-14ce-11ea-bce5-f49634744a41 | 1 | < 0.1% | |
| 4e62a36d-14ce-11ea-bce5-f49634744a41 | 1 | < 0.1% | |
| 4e57c212-14ce-11ea-bce5-f49634744a41 | 1 | < 0.1% | |
| Other values (16456) | 16456 | 99.9% |
Composition
| Contains chars | True |
|---|---|
| Contains digits | True |
| Contains whitespace | False |
| Contains non-words | True |
Length
| Max length | 36 |
|---|---|
| Mean length | 36 |
| Min length | 36 |
| Distinct count | 2319 |
|---|---|
| Unique (%) | 14.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.07660864544 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 13701 |
| Zeros (%) | 83.2% |
| Memory size | 128.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.7576489423 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2287336607 |
|---|---|
| Coefficient of variation (CV) | 2.985742137 |
| Kurtosis | 8.893860839 |
| Mean | 0.07660864544 |
| Median Absolute Deviation (MAD) | 0.130785651 |
| Skewness | 3.171965663 |
| Sum | 1261.437956 |
| Variance | 0.05231908755 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0.00000000e+00 4.75000000e-05 8.06796070e-03 8.07243050e-03 1.61359214e-02 ... 9.83864079e-01 9.91926420e-01 9.91930635e-01 9.99905051e-01 1.00000000e+00], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 13701 | 83.2% | |
| 1 | 385 | 2.3% | |
| 0.0080680883 | 5 | < 0.1% | |
| 0.1290894134 | 5 | < 0.1% | |
| 0.9838638233 | 5 | < 0.1% | |
| 0.0322835892 | 5 | < 0.1% | |
| 0.9919319117 | 3 | < 0.1% | |
| 0.0161361767 | 3 | < 0.1% | |
| 0.0322713323 | 3 | < 0.1% | |
| 0.0161412837 | 3 | < 0.1% | |
| Other values (2309) | 2348 | 14.3% |
| Value | Count | Frequency (%) | |
| 0 | 13701 | 83.2% | |
| 9.5e-05 | 1 | < 0.1% | |
| 0.0001899636 | 1 | < 0.1% | |
| 0.0003481564 | 1 | < 0.1% | |
| 0.0003799152 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 385 | 2.3% | |
| 0.9998101025 | 1 | < 0.1% | |
| 0.9998100364 | 1 | < 0.1% | |
| 0.999366768 | 1 | < 0.1% | |
| 0.9992722901 | 1 | < 0.1% |
X
Real number (ℝ≥0)
| Distinct count | 161 |
|---|---|
| Unique (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.07765578 |
|---|---|
| Minimum | 34.26 |
| Maximum | 35.86 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 128.8 KiB |
Quantile statistics
| Minimum | 34.26 |
|---|---|
| 5-th percentile | 34.48 |
| Q1 | 34.76 |
| median | 35.05 |
| Q3 | 35.39 |
| 95-th percentile | 35.74 |
| Maximum | 35.86 |
| Range | 1.6 |
| Interquartile range (IQR) | 0.63 |
Descriptive statistics
| Standard deviation | 0.3923950234 |
|---|---|
| Coefficient of variation (CV) | 0.01118646656 |
| Kurtosis | -0.9540857426 |
| Mean | 35.07765578 |
| Median Absolute Deviation (MAD) | 0.3303850174 |
| Skewness | 0.1415075662 |
| Sum | 577588.68 |
| Variance | 0.1539738544 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[34.26 34.335 34.405 34.435 34.585 ... 35.175 35.285 35.815 35.845 35.86 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 35.12 | 144 | 0.9% | |
| 34.97 | 144 | 0.9% | |
| 35.03 | 144 | 0.9% | |
| 35.07 | 144 | 0.9% | |
| 35.1 | 144 | 0.9% | |
| 34.93 | 144 | 0.9% | |
| 35 | 144 | 0.9% | |
| 34.99 | 144 | 0.9% | |
| 35.09 | 144 | 0.9% | |
| 34.86 | 144 | 0.9% | |
| Other values (151) | 15026 | 91.3% |
| Value | Count | Frequency (%) | |
| 34.26 | 9 | 0.1% | |
| 34.27 | 14 | 0.1% | |
| 34.28 | 15 | 0.1% | |
| 34.29 | 16 | 0.1% | |
| 34.3 | 17 | 0.1% |
| Value | Count | Frequency (%) | |
| 35.86 | 11 | 0.1% | |
| 35.85 | 27 | 0.2% | |
| 35.84 | 43 | 0.3% | |
| 35.83 | 59 | 0.4% | |
| 35.82 | 68 | 0.4% |
| Distinct count | 144 |
|---|---|
| Unique (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -15.81380238 |
|---|---|
| Minimum | -16.64 |
| Maximum | -15.21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 128.8 KiB |
Quantile statistics
| Minimum | -16.64 |
|---|---|
| 5-th percentile | -16.45 |
| Q1 | -16.07 |
| median | -15.8 |
| Q3 | -15.52 |
| 95-th percentile | -15.27 |
| Maximum | -15.21 |
| Range | 1.43 |
| Interquartile range (IQR) | 0.55 |
Descriptive statistics
| Standard deviation | 0.3597890728 |
|---|---|
| Coefficient of variation (CV) | -0.02275158524 |
| Kurtosis | -0.8170267119 |
| Mean | -15.81380238 |
| Median Absolute Deviation (MAD) | 0.3011185956 |
| Skewness | -0.2504305906 |
| Sum | -260390.07 |
| Variance | 0.1294481769 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-16.64 -16.635 -16.505 -16.295 -16.135 -16.025 -15.705 -15.355 -15.215 -15.21 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| -15.87 | 158 | 1.0% | |
| -15.84 | 158 | 1.0% | |
| -15.85 | 158 | 1.0% | |
| -15.86 | 158 | 1.0% | |
| -15.83 | 158 | 1.0% | |
| -15.79 | 157 | 1.0% | |
| -15.89 | 157 | 1.0% | |
| -15.81 | 157 | 1.0% | |
| -15.91 | 157 | 1.0% | |
| -15.8 | 157 | 1.0% | |
| Other values (134) | 14891 | 90.4% |
| Value | Count | Frequency (%) | |
| -16.64 | 36 | 0.2% | |
| -16.63 | 34 | 0.2% | |
| -16.62 | 33 | 0.2% | |
| -16.61 | 34 | 0.2% | |
| -16.6 | 35 | 0.2% |
| Value | Count | Frequency (%) | |
| -15.21 | 123 | 0.7% | |
| -15.22 | 123 | 0.7% | |
| -15.23 | 123 | 0.7% | |
| -15.24 | 122 | 0.7% | |
| -15.25 | 122 | 0.7% |
First rows
| elevation | LC_Type1_mode | precip_2014-11-16_-_2014-11-23 | precip_2014-11-23_-_2014-11-30 | precip_2014-11-30_-_2014-12-07 | precip_2014-12-07_-_2014-12-14 | precip_2014-12-14_-_2014-12-21 | precip_2014-12-21_-_2014-12-28 | precip_2014-12-28_-_2015-01-04 | precip_2015-01-04_-_2015-01-11 | precip_2015-01-11_-_2015-01-18 | precip_2015-01-18_-_2015-01-25 | precip_2015-01-25_-_2015-02-01 | precip_2015-02-01_-_2015-02-08 | precip_2015-02-08_-_2015-02-15 | precip_2015-02-15_-_2015-02-22 | precip_2015-02-22_-_2015-03-01 | precip_2015-03-01_-_2015-03-08 | precip_2015-03-08_-_2015-03-15 | Square_ID | target_2015 | X | Y | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 887.764222 | 9 | 0.0 | 0.0 | 0.0 | 14.844025 | 14.552823 | 12.237766 | 57.451361 | 30.127047 | 30.449468 | 1.521829 | 29.389995 | 32.878318 | 8.179804 | 0.963981 | 16.659097 | 3.304466 | 0.0 | 4e3c3896-14ce-11ea-bce5-f49634744a41 | 0.0 | 34.26 | -15.91 |
| 1 | 743.403912 | 9 | 0.0 | 0.0 | 0.0 | 14.844025 | 14.552823 | 12.237766 | 57.451361 | 30.127047 | 30.449468 | 1.521829 | 29.389995 | 32.878318 | 8.179804 | 0.963981 | 16.659097 | 3.304466 | 0.0 | 4e3c3897-14ce-11ea-bce5-f49634744a41 | 0.0 | 34.26 | -15.90 |
| 2 | 565.728343 | 9 | 0.0 | 0.0 | 0.0 | 14.844025 | 14.552823 | 12.237766 | 57.451361 | 30.127047 | 30.449468 | 1.521829 | 29.389995 | 32.878318 | 8.179804 | 0.963981 | 16.659097 | 3.304466 | 0.0 | 4e3c3898-14ce-11ea-bce5-f49634744a41 | 0.0 | 34.26 | -15.89 |
| 3 | 443.392774 | 10 | 0.0 | 0.0 | 0.0 | 14.844025 | 14.552823 | 12.237766 | 57.451361 | 30.127047 | 30.449468 | 1.521829 | 29.389995 | 32.878318 | 8.179804 | 0.963981 | 16.659097 | 3.304466 | 0.0 | 4e3c3899-14ce-11ea-bce5-f49634744a41 | 0.0 | 34.26 | -15.88 |
| 4 | 437.443428 | 10 | 0.0 | 0.0 | 0.0 | 14.844025 | 14.552823 | 12.237766 | 57.451361 | 30.127047 | 30.449468 | 1.521829 | 29.389995 | 32.878318 | 8.179804 | 0.963981 | 16.659097 | 3.304466 | 0.0 | 4e3c389a-14ce-11ea-bce5-f49634744a41 | 0.0 | 34.26 | -15.87 |
| 5 | 405.631747 | 10 | 0.0 | 0.0 | 0.0 | 14.844025 | 14.552823 | 12.237766 | 57.451361 | 30.127047 | 30.449468 | 1.521829 | 29.389995 | 32.878318 | 8.179804 | 0.963981 | 16.659097 | 3.304466 | 0.0 | 4e3c389b-14ce-11ea-bce5-f49634744a41 | 0.0 | 34.26 | -15.86 |
| 6 | 389.261362 | 10 | 0.0 | 0.0 | 0.0 | 14.844025 | 14.552823 | 12.237766 | 57.451361 | 30.127047 | 30.449468 | 1.521829 | 29.389995 | 32.878318 | 8.179804 | 0.963981 | 16.659097 | 3.304466 | 0.0 | 4e3c389c-14ce-11ea-bce5-f49634744a41 | 0.0 | 34.26 | -15.85 |
| 7 | 383.123454 | 10 | 0.0 | 0.0 | 0.0 | 14.844025 | 14.552823 | 12.237766 | 57.451361 | 30.127047 | 30.449468 | 1.521829 | 29.389995 | 32.878318 | 8.179804 | 0.963981 | 16.659097 | 3.304466 | 0.0 | 4e3c389d-14ce-11ea-bce5-f49634744a41 | 0.0 | 34.26 | -15.84 |
| 8 | 382.920492 | 10 | 0.0 | 0.0 | 0.0 | 14.844025 | 14.552823 | 12.237766 | 57.451361 | 30.127047 | 30.449468 | 1.521829 | 29.389995 | 32.878318 | 8.179804 | 0.963981 | 16.659097 | 3.304466 | 0.0 | 4e3c389e-14ce-11ea-bce5-f49634744a41 | 0.0 | 34.26 | -15.83 |
| 9 | 826.058090 | 9 | 0.0 | 0.0 | 0.0 | 14.844025 | 14.552823 | 12.237766 | 57.451361 | 30.127047 | 30.449468 | 1.521829 | 29.389995 | 32.878318 | 8.179804 | 0.963981 | 16.659097 | 3.304466 | 0.0 | 4e3c389f-14ce-11ea-bce5-f49634744a41 | 0.0 | 34.27 | -15.92 |
Last rows
| elevation | LC_Type1_mode | precip_2014-11-16_-_2014-11-23 | precip_2014-11-23_-_2014-11-30 | precip_2014-11-30_-_2014-12-07 | precip_2014-12-07_-_2014-12-14 | precip_2014-12-14_-_2014-12-21 | precip_2014-12-21_-_2014-12-28 | precip_2014-12-28_-_2015-01-04 | precip_2015-01-04_-_2015-01-11 | precip_2015-01-11_-_2015-01-18 | precip_2015-01-18_-_2015-01-25 | precip_2015-01-25_-_2015-02-01 | precip_2015-02-01_-_2015-02-08 | precip_2015-02-08_-_2015-02-15 | precip_2015-02-15_-_2015-02-22 | precip_2015-02-22_-_2015-03-01 | precip_2015-03-01_-_2015-03-08 | precip_2015-03-08_-_2015-03-15 | Square_ID | target_2015 | X | Y | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 16456 | 624.210343 | 10 | 16.956563 | 31.155531 | 12.882013 | 8.810145 | 6.179829 | 9.863685 | 15.765685 | 21.457507 | 105.275891 | 3.645338 | 18.531483 | 13.816063 | 23.728058 | 8.794998 | 9.369763 | 21.428131 | 2.493683 | 4e6f5df8-14ce-11ea-bce5-f49634744a41 | 1.000000 | 35.86 | -15.49 |
| 16457 | 624.425963 | 10 | 16.956563 | 31.155531 | 12.882013 | 8.810145 | 6.179829 | 9.863685 | 15.765685 | 21.457507 | 105.275891 | 3.645338 | 18.531483 | 13.816063 | 23.728058 | 8.794998 | 9.369763 | 21.428131 | 2.493683 | 4e6f5df9-14ce-11ea-bce5-f49634744a41 | 0.966923 | 35.86 | -15.48 |
| 16458 | 625.040688 | 10 | 16.956563 | 31.155531 | 12.882013 | 8.810145 | 6.179829 | 9.863685 | 15.765685 | 21.457507 | 105.275891 | 3.645338 | 18.531483 | 13.816063 | 23.728058 | 8.794998 | 9.369763 | 21.428131 | 2.493683 | 4e6f5dfa-14ce-11ea-bce5-f49634744a41 | 0.622703 | 35.86 | -15.47 |
| 16459 | 627.219705 | 10 | 16.956563 | 31.155531 | 12.882013 | 8.810145 | 6.179829 | 9.863685 | 15.765685 | 21.457507 | 105.275891 | 3.645338 | 18.531483 | 13.816063 | 23.728058 | 8.794998 | 9.369763 | 21.428131 | 2.493683 | 4e6f5dfb-14ce-11ea-bce5-f49634744a41 | 0.057224 | 35.86 | -15.46 |
| 16460 | 631.859995 | 10 | 16.956563 | 31.155531 | 12.882013 | 8.810145 | 6.179829 | 9.863685 | 15.765685 | 21.457507 | 105.275891 | 3.645338 | 18.531483 | 13.816063 | 23.728058 | 8.794998 | 9.369763 | 21.428131 | 2.493683 | 4e6f5dfc-14ce-11ea-bce5-f49634744a41 | 0.000000 | 35.86 | -15.45 |
| 16461 | 635.675022 | 10 | 16.956563 | 31.155531 | 12.882013 | 8.810145 | 6.179829 | 9.863685 | 15.765685 | 21.457507 | 105.275891 | 3.645338 | 18.531483 | 13.816063 | 23.728058 | 8.794998 | 9.369763 | 21.428131 | 2.493683 | 4e6f5dfd-14ce-11ea-bce5-f49634744a41 | 0.000000 | 35.86 | -15.44 |
| 16462 | 632.598892 | 10 | 16.956563 | 31.155531 | 12.882013 | 8.810145 | 6.179829 | 9.863685 | 15.765685 | 21.457507 | 105.275891 | 3.645338 | 18.531483 | 13.816063 | 23.728058 | 8.794998 | 9.369763 | 21.428131 | 2.493683 | 4e6f5dfe-14ce-11ea-bce5-f49634744a41 | 0.000000 | 35.86 | -15.43 |
| 16463 | 632.450136 | 10 | 16.956563 | 31.155531 | 12.882013 | 8.810145 | 6.179829 | 9.863685 | 15.765685 | 21.457507 | 105.275891 | 3.645338 | 18.531483 | 13.816063 | 23.728058 | 8.794998 | 9.369763 | 21.428131 | 2.493683 | 4e6f5dff-14ce-11ea-bce5-f49634744a41 | 0.000000 | 35.86 | -15.42 |
| 16464 | 629.272733 | 10 | 16.956563 | 31.155531 | 12.882013 | 8.810145 | 6.179829 | 9.863685 | 15.765685 | 21.457507 | 105.275891 | 3.645338 | 18.531483 | 13.816063 | 23.728058 | 8.794998 | 9.369763 | 21.428131 | 2.493683 | 4e6f5e00-14ce-11ea-bce5-f49634744a41 | 0.000000 | 35.86 | -15.41 |
| 16465 | 626.164641 | 10 | 16.956563 | 31.155531 | 12.882013 | 8.810145 | 6.179829 | 9.863685 | 15.765685 | 21.457507 | 105.275891 | 3.645338 | 18.531483 | 13.816063 | 23.728058 | 8.794998 | 9.369763 | 21.428131 | 2.493683 | 4e6f5e01-14ce-11ea-bce5-f49634744a41 | 0.000000 | 35.86 | -15.40 |